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Class ModelMonitoringObjectiveConfig (2.9.5)
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Version 2.9.5 keyboard_arrow_down
public final class ModelMonitoringObjectiveConfig extends GeneratedMessageV3 implements ModelMonitoringObjectiveConfigOrBuilder
Next ID: 8
Protobuf type google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveConfig
Static Fields
public static final int EXPLANATION_CONFIG_FIELD_NUMBER
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public static final int PREDICTION_DRIFT_DETECTION_CONFIG_FIELD_NUMBER
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public static final int TRAINING_DATASET_FIELD_NUMBER
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public static final int TRAINING_PREDICTION_SKEW_DETECTION_CONFIG_FIELD_NUMBER
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Static Methods
public static ModelMonitoringObjectiveConfig getDefaultInstance ()
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public static final Descriptors . Descriptor getDescriptor ()
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public static ModelMonitoringObjectiveConfig . Builder newBuilder ()
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public static ModelMonitoringObjectiveConfig . Builder newBuilder ( ModelMonitoringObjectiveConfig prototype )
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public static ModelMonitoringObjectiveConfig parseDelimitedFrom ( InputStream input )
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public static ModelMonitoringObjectiveConfig parseDelimitedFrom ( InputStream input , ExtensionRegistryLite extensionRegistry )
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public static ModelMonitoringObjectiveConfig parseFrom ( byte [] data )
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Name Description data byte []
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public static ModelMonitoringObjectiveConfig parseFrom ( byte [] data , ExtensionRegistryLite extensionRegistry )
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public static ModelMonitoringObjectiveConfig parseFrom ( ByteString data )
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public static ModelMonitoringObjectiveConfig parseFrom ( ByteString data , ExtensionRegistryLite extensionRegistry )
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public static ModelMonitoringObjectiveConfig parseFrom ( CodedInputStream input )
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public static ModelMonitoringObjectiveConfig parseFrom ( CodedInputStream input , ExtensionRegistryLite extensionRegistry )
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public static ModelMonitoringObjectiveConfig parseFrom ( InputStream input )
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public static ModelMonitoringObjectiveConfig parseFrom ( InputStream input , ExtensionRegistryLite extensionRegistry )
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public static ModelMonitoringObjectiveConfig parseFrom ( ByteBuffer data )
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public static ModelMonitoringObjectiveConfig parseFrom ( ByteBuffer data , ExtensionRegistryLite extensionRegistry )
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public static Parser<ModelMonitoringObjectiveConfig> parser ()
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Methods
public boolean equals ( Object obj )
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Overrides
public ModelMonitoringObjectiveConfig getDefaultInstanceForType ()
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public ModelMonitoringObjectiveConfig . ExplanationConfig getExplanationConfig ()
The config for integrating with Vertex Explainable AI.
.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveConfig.ExplanationConfig explanation_config = 5;
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public ModelMonitoringObjectiveConfig . ExplanationConfigOrBuilder getExplanationConfigOrBuilder ()
The config for integrating with Vertex Explainable AI.
.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveConfig.ExplanationConfig explanation_config = 5;
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public Parser<ModelMonitoringObjectiveConfig> getParserForType ()
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Overrides
public ModelMonitoringObjectiveConfig . PredictionDriftDetectionConfig getPredictionDriftDetectionConfig ()
The config for drift of prediction data.
.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig prediction_drift_detection_config = 3;
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public ModelMonitoringObjectiveConfig . PredictionDriftDetectionConfigOrBuilder getPredictionDriftDetectionConfigOrBuilder ()
The config for drift of prediction data.
.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig prediction_drift_detection_config = 3;
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public int getSerializedSize ()
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Overrides
public ModelMonitoringObjectiveConfig . TrainingDataset getTrainingDataset ()
Training dataset for models. This field has to be set only if
TrainingPredictionSkewDetectionConfig is specified.
.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveConfig.TrainingDataset training_dataset = 1;
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public ModelMonitoringObjectiveConfig . TrainingDatasetOrBuilder getTrainingDatasetOrBuilder ()
Training dataset for models. This field has to be set only if
TrainingPredictionSkewDetectionConfig is specified.
.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveConfig.TrainingDataset training_dataset = 1;
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public ModelMonitoringObjectiveConfig . TrainingPredictionSkewDetectionConfig getTrainingPredictionSkewDetectionConfig ()
The config for skew between training data and prediction data.
.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveConfig.TrainingPredictionSkewDetectionConfig training_prediction_skew_detection_config = 2;
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public ModelMonitoringObjectiveConfig . TrainingPredictionSkewDetectionConfigOrBuilder getTrainingPredictionSkewDetectionConfigOrBuilder ()
The config for skew between training data and prediction data.
.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveConfig.TrainingPredictionSkewDetectionConfig training_prediction_skew_detection_config = 2;
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public final UnknownFieldSet getUnknownFields ()
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Overrides
public boolean hasExplanationConfig ()
The config for integrating with Vertex Explainable AI.
.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveConfig.ExplanationConfig explanation_config = 5;
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Type Description boolean Whether the explanationConfig field is set.
public boolean hasPredictionDriftDetectionConfig ()
The config for drift of prediction data.
.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig prediction_drift_detection_config = 3;
Returns
Type Description boolean Whether the predictionDriftDetectionConfig field is set.
public boolean hasTrainingDataset ()
Training dataset for models. This field has to be set only if
TrainingPredictionSkewDetectionConfig is specified.
.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveConfig.TrainingDataset training_dataset = 1;
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Type Description boolean Whether the trainingDataset field is set.
public boolean hasTrainingPredictionSkewDetectionConfig ()
The config for skew between training data and prediction data.
.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveConfig.TrainingPredictionSkewDetectionConfig training_prediction_skew_detection_config = 2;
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Type Description boolean Whether the trainingPredictionSkewDetectionConfig field is set.
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Overrides
protected GeneratedMessageV3 . FieldAccessorTable internalGetFieldAccessorTable ()
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public final boolean isInitialized ()
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public ModelMonitoringObjectiveConfig . Builder newBuilderForType ()
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protected ModelMonitoringObjectiveConfig . Builder newBuilderForType ( GeneratedMessageV3 . BuilderParent parent )
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protected Object newInstance ( GeneratedMessageV3 . UnusedPrivateParameter unused )
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public ModelMonitoringObjectiveConfig . Builder toBuilder ()
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public void writeTo ( CodedOutputStream output )
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Exceptions
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Last updated 2025-01-27 UTC.
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